Multi-attribute Bayesian optimization with interactive preference learning.
Raul AstudilloPeter I. FrazierPublished in: AISTATS (2020)
Keyphrases
- multi attribute
- preference learning
- gaussian processes
- ordinal regression
- multiple criteria
- utility function
- multi criteria
- pairwise comparison
- attribute values
- group decision making
- bayesian networks
- preference relations
- active learning
- machine learning
- multi dimensional
- combinatorial optimization
- similarity search
- maximum likelihood
- gaussian process
- similarity measure